MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3701
neverinfamous
A MCP server built for developers enabling Git based project management with pr…
B 75 54 88 22 86 95 91
3702
mario-andreschak
MCP ABAP ADT Claim
A server that bridges the Model Context Protocol (MCP) with SAP ABAP systems, a…
B 75 55 78 63 48 81 100
3703
lucas-1000
Enables AI assistants to query glucose data from health storage APIs, providing…
B 75 55 100 66 22 81 90
3704
LeeSinLiang
Godot MCP Claim 1
Enables AI assistants to interact with the Godot game engine by launching the e…
B 75 55 96 100 N/A 26 95 36
3705
boutquin
Multi-account IMAP/SMTP email server with 22 tools for reading, sending, search…
B 75 54 76 36 N/A 79 90 99
3706
InDate
cdp-tools-mcp Claim 1
Enables AI agents to debug code and automate browsers using Chrome DevTools Pro…
B 75 54 100 25 N/A 65 95 88
3707
birdwell
Enables access to RuneScape 3 data including real-time Grand Exchange prices, i…
B 75 55 84 58 46 82 98
3708
zym9863
A MCP server that enables Claude and other MCP-compatible assistants to generat…
B 75 55 75 66 48 81 100
3709
deslicer
Enables AI agents to interact seamlessly with Splunk environments through 20+ t…
B 75 55 86 27 89 81 98
3710
jeelidev
Provides AI assistants with persistent, graph-based memory using Neo4j, enablin…
B 75 55 60 100 50 81 78
3711
tomohirof
Verge MCP Server Claim 1
Enables AI assistants to manage VergeCMS blogs through natural language, provid…
B 75 55 88 75 32 80 85
3712
BACH-AI-Tools
CEDAR MCP Server Claim
Enables interaction with the CEDAR (Center for Expanded Data Annotation and Ret…
B 75 55 78 68 42 81 100
3713
CakeRepository
1password Claim 1
MCP server for 1Password service accounts — tools and resources for vaults and …
B 75 54 45 77 N/A 78 83 99
3714
sdlbp
swagger-mcp-tool Claim
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
B 75 55 88 52 50 81 100
3715
holocode-ai
Rembg MCP Server Claim 1
Enables AI-powered background removal from images using multiple specialized mo…
B 75 54 84 56 N/A 40 92 95
3716
GongRzhe
APIWeaver Claim
Dynamically converts any REST API into MCP tools by registering web API configu…
B 75 55 88 63 46 74 94
3717
marksverdhei
DHLAB MCP Server Claim
Provides access to the National Library of Norway's Digital Humanities Lab, ena…
B 75 55 66 82 48 81 91
3718
vertexcover-io
linkedin-spider Claim
B 75 54 84 37 N/A 84 92 82
3719
up2itnow0822
ReadyTrader-Stocks Claim
Enables AI agents to execute stock trading operations with built-in risk contro…
B 75 55 70 67 63 81 96
3720
TrueBad0ur
A self-contained, dependency-free MCP server that provides utility tools for ti…
B 75 55 78 72 42 74 100
3721
ethangillani
Anki MCP Server Claim 1
A Model Context Protocol server that allows LLMs to interact with Anki flashcar…
B 75 54 85 58 N/A 39 90 96
3722
remoprinz
swiss-health-mcp Claim 1
Swiss health insurance premiums (Krankenkassen-Prämien) 2016-2026. 1.6M records…
B 75 54 84 58 N/A 50 88 90
3723
anyrxo
Proton Drive MCP Claim 2
A Model Context Protocol server that enables AI assistants to interact with Pro…
B 75 54 73 62 N/A 46 90 100
3724
MaesHughes
Wuxing Search MCP Claim
A privacy-focused search server built on SearXNG that provides unlimited, multi…
B 75 55 88 62 50 82 87
3725
sage-hq
AgentCortex MCP Claim
An AI memory system that creates isolated, persistent memory banks for each cod…
B 75 55 66 72 62 81 92
3726
Siddhant-K-code
MCP server designed to help you search and analyze your photo library (iCloud -…
B 75 54 94 53 N/A 39 90 89
3727
vincentf305
Deepseek MCP Server Claim 1
A Model Control Protocol server implementation that allows Claude Desktop to us…
B 75 55 90 67 34 80 92
3728
markolive1501
Provides tools to monitor host system health including CPU load, disk usage, an…
B 75 54 94 56 N/A 27 87 99
3729
guangxiangdebizi
Fetches YouTube video subtitles and transcripts with support for multiple langu…
B 75 55 90 100 41 81 45
3730
fwextensions
Form.io MCP Server Claim
Enables AI assistants to interact with Form.io's API to create, read, update, a…
B 75 55 84 71 29 81 97
3731
vzeman
Odoo MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with Odo…
B 75 55 75 70 45 80 97
3732
Salen-Project
ticktick-mcp Claim 1
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
B 75 55 61 75 63 78 100
3733
Aceek
Provides observability for multi-agent workflows by tracking hierarchical task …
B 75 55 90 65 30 83 92
3734
niondigital
MoCo MCP Server Claim
Provides a Model Context Protocol interface to MoCo time tracking and project m…
B 75 55 78 83 43 81 78
3735
bolnet
memwright Claim 1
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
B 75 54 90 58 N/A 72 60 95
3736
timohaa
Simple Jira MCP Claim
Provides Jira Cloud integration for AI agents, enabling them to search issues w…
B 75 55 84 55 52 81 97
3737
mochow13
Enable seamless integration of Ticketmaster data and services into your applica…
B 75 54 96 68 N/A 12 87 91
3738
noga7
Enables reading and verifying C2PA Content Credentials from images and videos t…
B 75 55 92 52 53 81 91
3739
leonchike
Enables access to SimBrief flight planning data through Claude Desktop with sec…
B 75 55 72 72 45 81 100
3740
pdfgeneratorapi
An MCP server that enables interaction with the PDF Generator API for automated…
B 75 55 81 75 48 81 83
3741
elad12390
Comprehensive web research toolkit with 13 tools for searching (via SearXNG), c…
B 75 54 88 28 N/A 79 90 92
3742
noahjohannessen
Canvas MCP Claim
Enables AI agents to interact with Canvas LMS and Gradescope, allowing users to…
B 75 55 76 68 45 81 97
3743
leafeye
lunchmoney-mcp Claim 1
An MCP server that lets AI assistants interact with your Lunchmoney data, enabl…
B 75 54 69 67 N/A 45 95 92
3744
supadata-ai
mcp Claim
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Cl…
B 75 66 96 66 53 58 81 91
3745
mikeysrecipes
interactive-mcp Claim 1
A Node.js/TypeScript MCP server that facilitates interactive communication betw…
B 75 54 78 58 N/A 45 95 94
3746
ExpertVagabond
guardrails Claim
AI Agent Guardrails MCP server - security layer
B 75 54 90 38 N/A 50 95 99
3747
piekstra
Slack MCP Server Claim 1
Enables interaction with Slack workspaces through comprehensive channel managem…
B 75 55 84 74 34 80 90
3748
Aguantar
vibescan-mcp-server Claim 2
MCP server for VibeScan — scan projects for leaked secrets and security issues
B 75 44 57 N/A N/A 47 95 97
3749
shibayu36
MCP server specialized in retrieving information from Slack messages and threads
B 75 54 66 51 N/A 79 95 91
3750
kazuph
Model Context Protocol server for fetching web content and processing images. T…
B 75 55 66 82 N/A 72 95 60
Showing 3701–3750 of 45235 servers
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